playlist :: GenAI campusX
Tage :: GenAI
Generative AI is a type of artificial intelligence that create new content - such as text, images, music or code by learning patterns from existing data, mimicking human creativity.
it is the Generalize model which is very big or large scale model, we have to have huge amount of data, GPUs and money to train it. e.g chatgpt, Llama, it also has LMMs (large multimodel models)
The foundation model has further two categories
so here are some User and Builders perspective:
| User Perspective | Builder Perspective |
|---|---|
| Prompt Engineering | RLHF |
| RAG | pretraining |
| Ai Agent | Quantization |
| Vector Database | Fine tuning |
| Fine Tuning |
the steps we follow to build a foundation model
the steps we follow to Use or buld a application from foundation model
famous domain AI engineer